Overview

Brought to you by YData

Dataset statistics

Number of variables	23
Number of observations	3678
Missing cells	6712
Missing cells (%)	7.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.0 MiB
Average record size in memory	578.4 B

Variable types

Categorical	10
Text	3
Numeric	10

Alerts

`store room` is highly imbalanced (55.7%)	Imbalance
`facing` has 1045 (28.4%) missing values	Missing
`super_built_up_area` has 1803 (49.0%) missing values	Missing
`built_up_area` has 1988 (54.1%) missing values	Missing
`carpet_area` has 1805 (49.1%) missing values	Missing
`area` is highly skewed (γ1 = 29.73497381)	Skewed
`built_up_area` is highly skewed (γ1 = 40.70657243)	Skewed
`carpet_area` is highly skewed (γ1 = 24.33972046)	Skewed
`floorNum` has 129 (3.5%) zeros	Zeros
`luxury_score` has 462 (12.6%) zeros	Zeros

Reproduction

Analysis started	2025-07-12 14:14:35.459356
Analysis finished	2025-07-12 14:14:58.758568
Duration	23.3 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

property_type
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	219.9 KiB

flat	2819
house	859

Length

Max length	5
Median length	4
Mean length	4.2335508
Min length	4

Characters and Unicode

Total characters	15571
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	flat
2nd row	flat
3rd row	flat
4th row	flat
5th row	house

Common Values

Value	Count	Frequency (%)
flat	2819	76.6%
house	859	23.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
flat	2819	76.6%
house	859	23.4%

Most occurring characters

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	15571	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	15571	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15571	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	2819	18.1%
l	2819	18.1%
a	2819	18.1%
t	2819	18.1%
h	859	5.5%
o	859	5.5%
u	859	5.5%
s	859	5.5%
e	859	5.5%

society
Text

Distinct	676
Distinct (%)	18.4%
Missing	1
Missing (%)	< 0.1%
Memory size	265.3 KiB

Length

Max length	49
Median length	39
Mean length	16.870819
Min length	1

Characters and Unicode

Total characters	62034
Distinct characters	41
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	308 ?
Unique (%)	8.4%

Sample

1st row	supertech araville
2nd row	indiabulls centrum park
3rd row	shapoorji pallonji joyville gurugram
4th row	signature global city 81
5th row	independent

Value	Count	Frequency (%)
independent	491	5.1%
the	351	3.6%
dlf	220	2.3%
park	209	2.2%
city	166	1.7%
emaar	155	1.6%
global	153	1.6%
m3m	152	1.6%
signature	151	1.6%
heights	134	1.4%
Other values (783)	7498	77.5%

Most occurring characters

Value	Count	Frequency (%)
e	6713	10.8%
	6005	9.7%
a	5863	9.5%
r	4173	6.7%
n	4164	6.7%
i	3832	6.2%
t	3721	6.0%
s	3474	5.6%
l	2944	4.7%
o	2756	4.4%
Other values (31)	18389	29.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	55484	89.4%
Space Separator	6005	9.7%
Decimal Number	527	0.8%
Other Punctuation	10	< 0.1%
Dash Punctuation	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6713	12.1%
a	5863	10.6%
r	4173	7.5%
n	4164	7.5%
i	3832	6.9%
t	3721	6.7%
s	3474	6.3%
l	2944	5.3%
o	2756	5.0%
d	2488	4.5%
Other values (16)	15356	27.7%

Decimal Number

Value	Count	Frequency (%)
3	207	39.3%
2	82	15.6%
1	75	14.2%
6	56	10.6%
8	32	6.1%
4	19	3.6%
5	17	3.2%
9	13	2.5%
0	13	2.5%
7	13	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	7	70.0%
/	2	20.0%
.	1	10.0%

Space Separator

Value	Count	Frequency (%)
	6005	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	55484	89.4%
Common	6550	10.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6713	12.1%
a	5863	10.6%
r	4173	7.5%
n	4164	7.5%
i	3832	6.9%
t	3721	6.7%
s	3474	6.3%
l	2944	5.3%
o	2756	5.0%
d	2488	4.5%
Other values (16)	15356	27.7%

Common

Value	Count	Frequency (%)
	6005	91.7%
3	207	3.2%
2	82	1.3%
1	75	1.1%
6	56	0.9%
8	32	0.5%
4	19	0.3%
5	17	0.3%
9	13	0.2%
0	13	0.2%
Other values (5)	31	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	62034	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6713	10.8%
	6005	9.7%
a	5863	9.5%
r	4173	6.7%
n	4164	6.7%
i	3832	6.2%
t	3721	6.0%
s	3474	5.6%
l	2944	4.7%
o	2756	4.4%
Other values (31)	18389	29.6%

sector
Text

Distinct	115
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Memory size	238.2 KiB

Length

Max length	26
Median length	9
Mean length	9.3178358
Min length	3

Characters and Unicode

Total characters	34271
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	sector 79
2nd row	sector 103
3rd row	sector 102
4th row	sector 81
5th row	sector 1

Value	Count	Frequency (%)
sector	3449	46.7%
road	178	2.4%
sohna	166	2.2%
102	107	1.4%
85	107	1.4%
92	100	1.4%
69	92	1.2%
90	89	1.2%
65	87	1.2%
81	87	1.2%
Other values (107)	2923	39.6%

Most occurring characters

Value	Count	Frequency (%)
o	3804	11.1%
	3707	10.8%
s	3694	10.8%
r	3694	10.8%
e	3548	10.4%
c	3500	10.2%
t	3460	10.1%
1	1075	3.1%
0	801	2.3%
8	779	2.3%
Other values (21)	6209	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23307	68.0%
Decimal Number	7257	21.2%
Space Separator	3707	10.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	3804	16.3%
s	3694	15.8%
r	3694	15.8%
e	3548	15.2%
c	3500	15.0%
t	3460	14.8%
a	698	3.0%
d	249	1.1%
n	230	1.0%
h	203	0.9%
Other values (10)	227	1.0%

Decimal Number

Value	Count	Frequency (%)
1	1075	14.8%
0	801	11.0%
8	779	10.7%
9	762	10.5%
6	740	10.2%
7	683	9.4%
2	679	9.4%
3	666	9.2%
5	590	8.1%
4	482	6.6%

Space Separator

Value	Count	Frequency (%)
	3707	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23307	68.0%
Common	10964	32.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	3804	16.3%
s	3694	15.8%
r	3694	15.8%
e	3548	15.2%
c	3500	15.0%
t	3460	14.8%
a	698	3.0%
d	249	1.1%
n	230	1.0%
h	203	0.9%
Other values (10)	227	1.0%

Common

Value	Count	Frequency (%)
	3707	33.8%
1	1075	9.8%
0	801	7.3%
8	779	7.1%
9	762	7.0%
6	740	6.7%
7	683	6.2%
2	679	6.2%
3	666	6.1%
5	590	5.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	34271	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	3804	11.1%
	3707	10.8%
s	3694	10.8%
r	3694	10.8%
e	3548	10.4%
c	3500	10.2%
t	3460	10.1%
1	1075	3.1%
0	801	2.3%
8	779	2.3%
Other values (21)	6209	18.1%

price
Real number (ℝ)

Distinct	473
Distinct (%)	12.9%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.5330948

Minimum	0.07
Maximum	31.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0.07
5-th percentile	0.37
Q1	0.95
median	1.52
Q3	2.75
95-th percentile	8.5
Maximum	31.5
Range	31.43
Interquartile range (IQR)	1.8

Descriptive statistics

Standard deviation	2.9804152
Coefficient of variation (CV)	1.1765905
Kurtosis	14.93605
Mean	2.5330948
Median Absolute Deviation (MAD)	0.72
Skewness	3.2794411
Sum	9273.66
Variance	8.882875
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.25	80	2.2%
1.2	64	1.7%
1.5	64	1.7%
0.9	63	1.7%
1.1	62	1.7%
1.4	60	1.6%
1.3	57	1.5%
2	52	1.4%
0.95	52	1.4%
1.6	48	1.3%
Other values (463)	3059	83.2%

Value	Count	Frequency (%)
0.07	1	< 0.1%
0.16	1	< 0.1%
0.17	1	< 0.1%
0.19	1	< 0.1%
0.2	8	0.2%
0.21	6	0.2%
0.22	8	0.2%
0.23	1	< 0.1%
0.24	6	0.2%
0.25	11	0.3%

Value	Count	Frequency (%)
31.5	1	< 0.1%
27.5	1	< 0.1%
26	2	0.1%
25	1	< 0.1%
24	1	< 0.1%
23	1	< 0.1%
22	1	< 0.1%
20	3	0.1%
19.5	2	0.1%
19	3	0.1%

price_per_sqft
Real number (ℝ)

Distinct	2651
Distinct (%)	72.4%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	13891.034

Minimum	4
Maximum	600000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	4
5-th percentile	4716
Q1	6818
median	9020
Q3	13878
95-th percentile	33333
Maximum	600000
Range	599996
Interquartile range (IQR)	7060

Descriptive statistics

Standard deviation	23207.107
Coefficient of variation (CV)	1.6706537
Kurtosis	186.97616
Mean	13891.034
Median Absolute Deviation (MAD)	2793
Skewness	11.438647
Sum	50855074
Variance	5.3856981 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10000	27	0.7%
8000	19	0.5%
5000	17	0.5%
12500	14	0.4%
6666	13	0.4%
22222	13	0.4%
11111	13	0.4%
8333	12	0.3%
7500	12	0.3%
6000	11	0.3%
Other values (2641)	3510	95.4%
(Missing)	17	0.5%

Value	Count	Frequency (%)
4	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
9	1	< 0.1%
53	1	< 0.1%
57	1	< 0.1%
58	2	0.1%
60	1	< 0.1%
61	1	< 0.1%
79	1	< 0.1%

Value	Count	Frequency (%)
600000	1	< 0.1%
400000	1	< 0.1%
315789	1	< 0.1%
308333	1	< 0.1%
290948	1	< 0.1%
283333	1	< 0.1%
266666	1	< 0.1%
261194	1	< 0.1%
245398	1	< 0.1%
241666	1	< 0.1%

area
Real number (ℝ)

Skewed

Distinct	1312
Distinct (%)	35.8%
Missing	17
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	2887.6976

Minimum	50
Maximum	875000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	50
5-th percentile	519
Q1	1230
median	1733
Q3	2300
95-th percentile	4246
Maximum	875000
Range	874950
Interquartile range (IQR)	1070

Descriptive statistics

Standard deviation	23164.373
Coefficient of variation (CV)	8.0217445
Kurtosis	942.28496
Mean	2887.6976
Median Absolute Deviation (MAD)	533
Skewness	29.734974
Sum	10571861
Variance	5.3658816 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1650	54	1.5%
1350	48	1.3%
1800	47	1.3%
1950	43	1.2%
3240	43	1.2%
2700	39	1.1%
900	38	1.0%
2000	33	0.9%
2250	25	0.7%
2400	23	0.6%
Other values (1302)	3268	88.9%

Value	Count	Frequency (%)
50	4	0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
60	2	0.1%
61	1	< 0.1%
67	2	0.1%
70	1	< 0.1%
72	1	< 0.1%
76	1	< 0.1%

Value	Count	Frequency (%)
875000	1	< 0.1%
642857	1	< 0.1%
620000	1	< 0.1%
566667	1	< 0.1%
215517	1	< 0.1%
98978	1	< 0.1%
82781	1	< 0.1%
65517	2	0.1%
65261	1	< 0.1%
58228	1	< 0.1%

areaWithType
Text

Distinct	2355
Distinct (%)	64.0%
Missing	0
Missing (%)	0.0%
Memory size	399.5 KiB

Length

Max length	124
Median length	119
Mean length	54.229473
Min length	12

Characters and Unicode

Total characters	199456
Distinct characters	35
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1848 ?
Unique (%)	50.2%

Sample

1st row	Carpet area: 1945 (180.7 sq.m.)
2nd row	Super Built up area 2875(267.1 sq.m.)Carpet area: 2570 sq.ft. (238.76 sq.m.)
3rd row	Super Built up area 1852(172.06 sq.m.)Carpet area: 1128 sq.ft. (104.79 sq.m.)
4th row	Carpet area: 546 (50.73 sq.m.)
5th row	Built Up area: 4500 (418.06 sq.m.)

Value	Count	Frequency (%)
area	5574	18.5%
sq.m	3656	12.1%
up	3020	10.0%
built	2316	7.7%
super	1875	6.2%
sq.ft	1751	5.8%
sq.m.)carpet	1185	3.9%
sq.m.)built	702	2.3%
carpet	684	2.3%
plot	681	2.3%
Other values (2846)	8702	28.9%

Most occurring characters

Value	Count	Frequency (%)
	26468	13.3%
.	20392	10.2%
a	13157	6.6%
r	9458	4.7%
e	9322	4.7%
1	9205	4.6%
s	7568	3.8%
q	7432	3.7%
t	7325	3.7%
u	6770	3.4%
Other values (25)	82359	41.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82770	41.5%
Decimal Number	47142	23.6%
Space Separator	26468	13.3%
Other Punctuation	23410	11.7%
Uppercase Letter	8594	4.3%
Close Punctuation	5536	2.8%
Open Punctuation	5536	2.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	13157	15.9%
r	9458	11.4%
e	9322	11.3%
s	7568	9.1%
q	7432	9.0%
t	7325	8.8%
u	6770	8.2%
p	6768	8.2%
m	5545	6.7%
l	3701	4.5%
Other values (5)	5724	6.9%

Decimal Number

Value	Count	Frequency (%)
1	9205	19.5%
0	6628	14.1%
2	5689	12.1%
5	4716	10.0%
3	3960	8.4%
4	3711	7.9%
6	3676	7.8%
7	3254	6.9%
8	3158	6.7%
9	3145	6.7%

Uppercase Letter

Value	Count	Frequency (%)
B	3020	35.1%
S	1875	21.8%
C	1873	21.8%
U	1145	13.3%
P	681	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	20392	87.1%
:	3018	12.9%

Space Separator

Value	Count	Frequency (%)
	26468	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5536	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5536	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	108092	54.2%
Latin	91364	45.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	13157	14.4%
r	9458	10.4%
e	9322	10.2%
s	7568	8.3%
q	7432	8.1%
t	7325	8.0%
u	6770	7.4%
p	6768	7.4%
m	5545	6.1%
l	3701	4.1%
Other values (10)	14318	15.7%

Common

Value	Count	Frequency (%)
	26468	24.5%
.	20392	18.9%
1	9205	8.5%
0	6628	6.1%
2	5689	5.3%
)	5536	5.1%
(	5536	5.1%
5	4716	4.4%
3	3960	3.7%
4	3711	3.4%
Other values (5)	16251	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199456	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	26468	13.3%
.	20392	10.2%
a	13157	6.6%
r	9458	4.7%
e	9322	4.7%
1	9205	4.6%
s	7568	3.8%
q	7432	3.7%
t	7325	3.7%
u	6770	3.4%
Other values (25)	82359	41.3%

bedRoom
Real number (ℝ)

Distinct	19
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.3597064

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	21
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.8975034
Coefficient of variation (CV)	0.5647825
Kurtosis	18.215499
Mean	3.3597064
Median Absolute Deviation (MAD)	1
Skewness	3.4853698
Sum	12357
Variance	3.600519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3	1496	40.7%
2	943	25.6%
4	660	17.9%
5	210	5.7%
1	124	3.4%
6	74	2.0%
9	41	1.1%
8	30	0.8%
12	28	0.8%
7	28	0.8%
Other values (9)	44	1.2%

Value	Count	Frequency (%)
1	124	3.4%
2	943	25.6%
3	1496	40.7%
4	660	17.9%
5	210	5.7%
6	74	2.0%
7	28	0.8%
8	30	0.8%
9	41	1.1%
10	20	0.5%

Value	Count	Frequency (%)
21	1	< 0.1%
20	1	< 0.1%
19	2	0.1%
18	2	0.1%
16	12	0.3%
14	1	< 0.1%
13	4	0.1%
12	28	0.8%
11	1	< 0.1%
10	20	0.5%

bathroom
Real number (ℝ)

Distinct	19
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4241436

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	3
Q3	4
95-th percentile	6
Maximum	21
Range	20
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9479448
Coefficient of variation (CV)	0.56888526
Kurtosis	17.544566
Mean	3.4241436
Median Absolute Deviation (MAD)	1
Skewness	3.2490529
Sum	12594
Variance	3.794489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
3	1077	29.3%
2	1048	28.5%
4	820	22.3%
5	294	8.0%
1	156	4.2%
6	117	3.2%
9	41	1.1%
7	40	1.1%
8	25	0.7%
12	22	0.6%
Other values (9)	38	1.0%

Value	Count	Frequency (%)
1	156	4.2%
2	1048	28.5%
3	1077	29.3%
4	820	22.3%
5	294	8.0%
6	117	3.2%
7	40	1.1%
8	25	0.7%
9	41	1.1%
10	9	0.2%

Value	Count	Frequency (%)
21	1	< 0.1%
20	3	0.1%
18	4	0.1%
17	3	0.1%
16	8	0.2%
14	2	0.1%
13	4	0.1%
12	22	0.6%
11	4	0.1%
10	9	0.2%

balcony
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	209.5 KiB

3+	1172
3	1074
2	885
1	365
0	182

Length

Max length	2
Median length	1
Mean length	1.3186514
Min length	1

Characters and Unicode

Total characters	4850
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3+
3rd row	3
4th row	2
5th row	0

Common Values

Value	Count	Frequency (%)
3+	1172	31.9%
3	1074	29.2%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	2246	61.1%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Most occurring characters

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	75.8%
Math Symbol	1172	24.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	2246	61.1%
2	885	24.1%
1	365	9.9%
0	182	4.9%

Math Symbol

Value	Count	Frequency (%)
+	1172	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	4850	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4850	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	2246	46.3%
+	1172	24.2%
2	885	18.2%
1	365	7.5%
0	182	3.8%

floorNum
Real number (ℝ)

Zeros

Distinct	43
Distinct (%)	1.2%
Missing	19
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	6.7969391

Minimum	0
Maximum	51
Zeros	129
Zeros (%)	3.5%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	5
Q3	10
95-th percentile	18
Maximum	51
Range	51
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.0121557
Coefficient of variation (CV)	0.8845387
Kurtosis	4.5164183
Mean	6.7969391
Median Absolute Deviation (MAD)	3
Skewness	1.6940035
Sum	24870
Variance	36.146016
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
3	498	13.5%
2	494	13.4%
1	351	9.5%
4	316	8.6%
8	195	5.3%
6	183	5.0%
10	179	4.9%
7	176	4.8%
5	169	4.6%
9	161	4.4%
Other values (33)	937	25.5%

Value	Count	Frequency (%)
0	129	3.5%
1	351	9.5%
2	494	13.4%
3	498	13.5%
4	316	8.6%
5	169	4.6%
6	183	5.0%
7	176	4.8%
8	195	5.3%
9	161	4.4%

Value	Count	Frequency (%)
51	1	< 0.1%
45	1	< 0.1%
44	1	< 0.1%
43	2	0.1%
40	1	< 0.1%
39	2	0.1%
38	1	< 0.1%
35	2	0.1%
34	2	0.1%
33	4	0.1%

facing
Categorical

Missing

Distinct	8
Distinct (%)	0.3%
Missing	1045
Missing (%)	28.4%
Memory size	229.5 KiB

East	624
North-East	623
North	387
West	249
South	231
Other values (3)	519

Length

Max length	10
Median length	5
Mean length	6.837068
Min length	4

Characters and Unicode

Total characters	18002
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	East
2nd row	West
3rd row	North
4th row	North-East
5th row	North-East

Common Values

Value	Count	Frequency (%)
East	624	17.0%
North-East	623	16.9%
North	387	10.5%
West	249	6.8%
South	231	6.3%
North-West	193	5.2%
South-East	173	4.7%
South-West	153	4.2%
(Missing)	1045	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
east	624	23.7%
north-east	623	23.7%
north	387	14.7%
west	249	9.5%
south	231	8.8%
north-west	193	7.3%
south-east	173	6.6%
south-west	153	5.8%

Most occurring characters

Value	Count	Frequency (%)
t	3775	21.0%
s	2015	11.2%
o	1760	9.8%
h	1760	9.8%
E	1420	7.9%
a	1420	7.9%
N	1203	6.7%
r	1203	6.7%
-	1142	6.3%
W	595	3.3%
Other values (3)	1709	9.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	13085	72.7%
Uppercase Letter	3775	21.0%
Dash Punctuation	1142	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	3775	28.8%
s	2015	15.4%
o	1760	13.5%
h	1760	13.5%
a	1420	10.9%
r	1203	9.2%
e	595	4.5%
u	557	4.3%

Uppercase Letter

Value	Count	Frequency (%)
E	1420	37.6%
N	1203	31.9%
W	595	15.8%
S	557	14.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16860	93.7%
Common	1142	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	3775	22.4%
s	2015	12.0%
o	1760	10.4%
h	1760	10.4%
E	1420	8.4%
a	1420	8.4%
N	1203	7.1%
r	1203	7.1%
W	595	3.5%
e	595	3.5%
Other values (2)	1114	6.6%

Common

Value	Count	Frequency (%)
-	1142	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	3775	21.0%
s	2015	11.2%
o	1760	9.8%
h	1760	9.8%
E	1420	7.9%
a	1420	7.9%
N	1203	6.7%
r	1203	6.7%
-	1142	6.3%
W	595	3.3%
Other values (3)	1709	9.5%

agePossession
Categorical

Distinct	6
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	252.8 KiB

Relatively New	1646
New Property	594
Moderately Old	563
Undefined	306
Old Property	303

Length

Max length	18
Median length	14
Mean length	13.385536
Min length	9

Characters and Unicode

Total characters	49232
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Relatively New
2nd row	Relatively New
3rd row	Relatively New
4th row	Under Construction
5th row	Undefined

Common Values

Value	Count	Frequency (%)
Relatively New	1646	44.8%
New Property	594	16.2%
Moderately Old	563	15.3%
Undefined	306	8.3%
Old Property	303	8.2%
Under Construction	266	7.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
new	2240	31.8%
relatively	1646	23.3%
property	897	12.7%
old	866	12.3%
moderately	563	8.0%
undefined	306	4.3%
under	266	3.8%
construction	266	3.8%

Most occurring characters

Value	Count	Frequency (%)
e	8433	17.1%
l	4721	9.6%
t	3638	7.4%
	3372	6.8%
y	3106	6.3%
r	2889	5.9%
d	2307	4.7%
N	2240	4.5%
w	2240	4.5%
i	2218	4.5%
Other values (15)	14068	28.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	38810	78.8%
Uppercase Letter	7050	14.3%
Space Separator	3372	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	8433	21.7%
l	4721	12.2%
t	3638	9.4%
y	3106	8.0%
r	2889	7.4%
d	2307	5.9%
w	2240	5.8%
i	2218	5.7%
a	2209	5.7%
o	1992	5.1%
Other values (7)	5057	13.0%

Uppercase Letter

Value	Count	Frequency (%)
N	2240	31.8%
R	1646	23.3%
P	897	12.7%
O	866	12.3%
U	572	8.1%
M	563	8.0%
C	266	3.8%

Space Separator

Value	Count	Frequency (%)
	3372	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	45860	93.2%
Common	3372	6.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	8433	18.4%
l	4721	10.3%
t	3638	7.9%
y	3106	6.8%
r	2889	6.3%
d	2307	5.0%
N	2240	4.9%
w	2240	4.9%
i	2218	4.8%
a	2209	4.8%
Other values (14)	11859	25.9%

Common

Value	Count	Frequency (%)
	3372	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	49232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	8433	17.1%
l	4721	9.6%
t	3638	7.4%
	3372	6.8%
y	3106	6.3%
r	2889	5.9%
d	2307	4.7%
N	2240	4.5%
w	2240	4.5%
i	2218	4.5%
Other values (15)	14068	28.6%

super_built_up_area
Real number (ℝ)

Missing

Distinct	593
Distinct (%)	31.6%
Missing	1803
Missing (%)	49.0%
Infinite	0
Infinite (%)	0.0%
Mean	1925.2376

Minimum	89
Maximum	10000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	89
5-th percentile	767
Q1	1479.5
median	1828
Q3	2215
95-th percentile	3185
Maximum	10000
Range	9911
Interquartile range (IQR)	735.5

Descriptive statistics

Standard deviation	764.17218
Coefficient of variation (CV)	0.39692356
Kurtosis	10.349191
Mean	1925.2376
Median Absolute Deviation (MAD)	372
Skewness	1.8364563
Sum	3609820.5
Variance	583959.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1950	37	1.0%
1650	37	1.0%
1578	25	0.7%
2000	25	0.7%
2150	22	0.6%
1640	22	0.6%
1900	19	0.5%
2408	19	0.5%
1930	18	0.5%
2812	17	0.5%
Other values (583)	1634	44.4%
(Missing)	1803	49.0%

Value	Count	Frequency (%)
89	1	< 0.1%
145	1	< 0.1%
161	1	< 0.1%
215	1	< 0.1%
216	1	< 0.1%
325	1	< 0.1%
340	1	< 0.1%
352	1	< 0.1%
380	1	< 0.1%
406	1	< 0.1%

Value	Count	Frequency (%)
10000	1	< 0.1%
6926	1	< 0.1%
6000	1	< 0.1%
5800	2	0.1%
5514	1	< 0.1%
5350	2	0.1%
5200	2	0.1%
4890	1	< 0.1%
4857	1	< 0.1%
4848	2	0.1%

built_up_area
Real number (ℝ)

Missing Skewed

Distinct	644
Distinct (%)	38.1%
Missing	1988
Missing (%)	54.1%
Infinite	0
Infinite (%)	0.0%
Mean	2379.5858

Minimum	2
Maximum	737147
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	2
5-th percentile	240.45
Q1	1100
median	1650
Q3	2400
95-th percentile	4691
Maximum	737147
Range	737145
Interquartile range (IQR)	1300

Descriptive statistics

Standard deviation	17942.88
Coefficient of variation (CV)	7.5403375
Kurtosis	1667.8704
Mean	2379.5858
Median Absolute Deviation (MAD)	650
Skewness	40.706572
Sum	4021500
Variance	3.2194695 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1800	41	1.1%
3240	37	1.0%
1900	34	0.9%
1350	33	0.9%
2700	33	0.9%
900	28	0.8%
1600	26	0.7%
1300	24	0.7%
2000	24	0.7%
1700	23	0.6%
Other values (634)	1387	37.7%
(Missing)	1988	54.1%

Value	Count	Frequency (%)
2	1	< 0.1%
14	1	< 0.1%
30	1	< 0.1%
33	1	< 0.1%
50	3	0.1%
53	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
60	5	0.1%

Value	Count	Frequency (%)
737147	1	< 0.1%
13500	1	< 0.1%
11286	1	< 0.1%
9500	1	< 0.1%
9000	7	0.2%
8775	1	< 0.1%
8286	1	< 0.1%
8067.8	1	< 0.1%
8000	1	< 0.1%
7500	2	0.1%

carpet_area
Real number (ℝ)

Missing Skewed

Distinct	733
Distinct (%)	39.1%
Missing	1805
Missing (%)	49.1%
Infinite	0
Infinite (%)	0.0%
Mean	2528.133

Minimum	15
Maximum	607936
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	15
5-th percentile	350
Q1	837
median	1300
Q3	1790
95-th percentile	2950
Maximum	607936
Range	607921
Interquartile range (IQR)	953

Descriptive statistics

Standard deviation	22793.791
Coefficient of variation (CV)	9.016057
Kurtosis	604.86099
Mean	2528.133
Median Absolute Deviation (MAD)	475
Skewness	24.33972
Sum	4735193
Variance	5.1955691 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1400	42	1.1%
1800	35	1.0%
1600	35	1.0%
1200	31	0.8%
1500	29	0.8%
1650	28	0.8%
1350	27	0.7%
1300	23	0.6%
1000	22	0.6%
1450	22	0.6%
Other values (723)	1579	42.9%
(Missing)	1805	49.1%

Value	Count	Frequency (%)
15	1	< 0.1%
33	1	< 0.1%
48	1	< 0.1%
50	1	< 0.1%
59	1	< 0.1%
60	1	< 0.1%
66	1	< 0.1%
72	1	< 0.1%
76.44	3	0.1%
77.31	1	< 0.1%

Value	Count	Frequency (%)
607936	1	< 0.1%
569243	1	< 0.1%
514396	1	< 0.1%
64529	1	< 0.1%
64412	1	< 0.1%
58141	1	< 0.1%
54917	1	< 0.1%
48811	1	< 0.1%
45966	1	< 0.1%
34401	1	< 0.1%

study room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2973
1	705

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring characters

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2973	80.8%
1	705	19.2%

servant room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2350
1	1328

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring characters

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2350	63.9%
1	1328	36.1%

store room
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3340
1	338

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring characters

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3340	90.8%
1	338	9.2%

pooja room
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3022
1	656

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring characters

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3022	82.2%
1	656	17.8%

others
Categorical

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	3273
1	405

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	1
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring characters

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3273	89.0%
1	405	11.0%

furnishing_type
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	208.3 KiB

0	2420
1	1050
2	208

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	3678
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

Most occurring characters

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	3678	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Common	3678	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3678	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2420	65.8%
1	1050	28.5%
2	208	5.7%

luxury_score
Real number (ℝ)

Zeros

Distinct	161
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.501903

Minimum	0
Maximum	174
Zeros	462
Zeros (%)	12.6%
Negative	0
Negative (%)	0.0%
Memory size	57.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	31
median	59
Q3	110
95-th percentile	174
Maximum	174
Range	174
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	53.056072
Coefficient of variation (CV)	0.74202322
Kurtosis	-0.87982581
Mean	71.501903
Median Absolute Deviation (MAD)	38
Skewness	0.45950152
Sum	262984
Variance	2814.9468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	462	12.6%
49	348	9.5%
174	195	5.3%
44	60	1.6%
165	55	1.5%
38	55	1.5%
72	52	1.4%
60	47	1.3%
37	45	1.2%
42	45	1.2%
Other values (151)	2314	62.9%

Value	Count	Frequency (%)
0	462	12.6%
5	6	0.2%
6	6	0.2%
7	41	1.1%
8	30	0.8%
9	9	0.2%
12	6	0.2%
13	10	0.3%
14	12	0.3%
15	43	1.2%

Value	Count	Frequency (%)
174	195	5.3%
169	1	< 0.1%
168	9	0.2%
167	21	0.6%
166	10	0.3%
165	55	1.5%
161	3	0.1%
160	28	0.8%
159	23	0.6%
158	34	0.9%

Interactions

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	property_type	society	sector	price	price_per_sqft	area	areaWithType	bedRoom	bathroom	balcony	floorNum	facing	agePossession	super_built_up_area	built_up_area	carpet_area	study room	servant room	pooja room	others	furnishing_type	luxury_score
0	flat	supertech araville	sector 79	1.35	6940.0	1945.0	Carpet area: 1945 (180.7 sq.m.)	3	3	3	4.0	NaN	Relatively New	NaN	NaN	1945.0	0	0	0	0	0	0
1	flat	indiabulls centrum park	sector 103	2.36	9182.0	2570.0	Super Built up area 2875(267.1 sq.m.)Carpet area: 2570 sq.ft. (238.76 sq.m.)	4	6	3+	8.0	East	Relatively New	2875.0	NaN	2570.0	0	1	0	0	1	159
2	flat	shapoorji pallonji joyville gurugram	sector 102	1.75	9449.0	1852.0	Super Built up area 1852(172.06 sq.m.)Carpet area: 1128 sq.ft. (104.79 sq.m.)	3	3	3	10.0	West	Relatively New	1852.0	NaN	1128.0	1	1	1	1	0	49
3	flat	signature global city 81	sector 81	0.80	14652.0	546.0	Carpet area: 546 (50.73 sq.m.)	2	2	2	4.0	North	Under Construction	NaN	NaN	546.0	1	0	0	0	0	36
4	house	independent	sector 1	4.75	10556.0	4500.0	Built Up area: 4500 (418.06 sq.m.)	6	7	0	4.0	NaN	Undefined	NaN	4500.0	NaN	0	0	0	0	0	0
5	flat	silverglades the melia	sohna road	1.01	7000.0	1443.0	Super Built up area 1450(134.71 sq.m.)Carpet area: 950 sq.ft. (88.26 sq.m.)	2	2	3	12.0	NaN	Under Construction	1450.0	NaN	950.0	1	0	0	0	0	80
6	flat	dlf the ultima	sector 81	2.40	11412.0	2103.0	Super Built up area 2103(195.38 sq.m.)Built Up area: 1650 sq.ft. (153.29 sq.m.)Carpet area: 1257 sq.ft. (116.78 sq.m.)	3	3	3+	12.0	North-East	Relatively New	2103.0	1650.0	1257.0	0	1	0	0	2	49
7	flat	godrej nature plus	sector 33	1.40	9333.0	1500.0	Super Built up area 1500(139.35 sq.m.)Carpet area: 1385 sq.ft. (128.67 sq.m.)	2	2	3	14.0	NaN	Under Construction	1500.0	NaN	1385.0	0	0	0	0	0	67
8	flat	ansals duplex flat	sector 2	0.95	7307.0	1300.0	Carpet area: 1300 (120.77 sq.m.)	2	3	2	1.0	North-East	Old Property	NaN	NaN	1300.0	1	0	0	0	1	20
9	flat	tulip violet	sector 69	1.75	8882.0	1970.0	Super Built up area 1970(183.02 sq.m.)	4	4	1	12.0	North-West	Relatively New	1970.0	NaN	NaN	0	0	0	0	0	86

	property_type	society	sector	price	price_per_sqft	area	areaWithType	bedRoom	bathroom	balcony	floorNum	facing	agePossession	super_built_up_area	built_up_area	carpet_area	study room	store room	pooja room	furnishing_type	luxury_score
3789	flat	smart world gems	sector 89	0.90	8145.0	1105.0	Built Up area: 1105 (102.66 sq.m.)	2	2	2	1.0	NaN	Undefined	NaN	1105.0	NaN	0	0	0	0	45
3790	flat	rof ananda	sector 95	0.38	58.0	65517.0	Carpet area: 64529 (5994.94 sq.m.)	2	2	2	10.0	East	New Property	NaN	NaN	64529.0	1	0	0	0	15
3791	flat	central park flower valley aqua front towers	sector 33	1.70	9449.0	1799.0	Super Built up area 1799(167.13 sq.m.)Carpet area: 1590 sq.ft. (147.72 sq.m.)	3	3	3+	5.0	East	New Property	1799.0	NaN	1590.0	0	0	0	1	44
3792	flat	suncity avenue	sector 102	0.48	9022.0	532.0	Super Built up area 632(58.71 sq.m.)Carpet area: 532 sq.ft. (49.42 sq.m.)	2	2	1	5.0	North-East	Relatively New	632.0	NaN	532.0	0	1	0	0	159
3793	house	dlf gardencity enclave	sector 93	1.30	11284.0	1152.0	Plot area 1152(107.02 sq.m.)	3	2	1	3.0	NaN	Relatively New	NaN	1152.0	NaN	0	0	0	0	50
3794	flat	umang monsoon breeze	sector 78	0.80	4836.0	1654.0	Super Built up area 1654(153.66 sq.m.)Built Up area: 1472 sq.ft. (136.75 sq.m.)Carpet area: 1310 sq.ft. (121.7 sq.m.)	3	2	2	7.0	South	Moderately Old	1654.0	1472.0	1310.0	0	0	1	0	102
3797	flat	ats marigold	sector 89	1.70	9714.0	1750.0	Carpet area: 1750 (162.58 sq.m.)	3	3	3+	8.0	North	Under Construction	NaN	NaN	1750.0	1	0	0	0	65
3798	house	hero homes	sector 104	1.95	21195.0	920.0	Plot area 920(85.47 sq.m.)	3	5	3+	2.0	NaN	Moderately Old	NaN	920.0	NaN	0	0	0	0	64
3801	flat	emaar mgf emerald estate	sector 65	1.70	21013.0	809.0	Super Built up area 1395(129.6 sq.m.)Carpet area: 809 sq.ft. (75.16 sq.m.)	3	3	3	7.0	South-East	Relatively New	1395.0	NaN	809.0	1	0	0	1	116
3802	flat	tulip violet	sector 69	1.95	9701.0	2010.0	Super Built up area 2010(186.74 sq.m.)	4	4	2	0.0	West	Relatively New	2010.0	NaN	NaN	0	0	0	0	157

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Uppercase Letter

Other Punctuation

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Math Symbol

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category